Tracking Effects of Problematic Social Networking on Adolescent Psychopathology: The Mediating Role of Sleep Disruptions

Concerns are growing about adolescents’ problematic social networking and possible links to depressed mood and externalizing behavior. Yet there remains little understanding of underlying processes that may account for these associations, including the mediating role of sleep disruption. This study tests this putative mediating process and examines change in problematic social networking investment and disrupted sleep, in relation to change in depressed mood and externalizing behavior. A sample of 874 students (41% male; 57.2% Caucasian; baseline M age = 14.4 years) from 27 high schools were surveyed. Participants’ problematic social networking, sleep disruption, and psychopathology (depressed mood, externalizing behaviors) were measured annually over 3 years. Longitudinal mediation was tested using latent trajectories of problematic social networking use, sleep disruption, and psychopathology. Both problematic social networking and sleep disruption underwent positive linear growth over time. Adolescents who increasingly invested in social networking reported increased depressed mood, with around 53% of this association explained by the indirect effect of increased sleep disruptions. Further, adolescents who increasingly invested in social networking also reported increased externalizing behavior; some of this relation was explained (13%) via increased sleep disruptions. However an alternative model in which increased externalizing was associated with increased social networking, mediated by sleep disruptions, indicated a reciprocal relation of similar magnitude. It is important for parents, teachers, and psychologists to minimize the negative effects of social networking on adolescents’ psychopathology. Interventions should potentially target promoting healthy sleep habits through reductions in social networking investment and rescheduling usage away from bedtime.

[1]  M. Zimmer‐Gembeck,et al.  Emotion Regulation, Coping, and Decision Making: Three Linked Skills for Preventing Externalizing Problems in Adolescence. , 2017, Child development.

[2]  Louise Beattie,et al.  Social interactions, emotion and sleep: A systematic review and research agenda. , 2015, Sleep medicine reviews.

[3]  Jan Van den Bulck,et al.  Technology and Sleep: How Electronic Media Exposure Has Impacted Core Concepts of Sleep Medicine , 2015, Behavioral sleep medicine.

[4]  Bonnie L. Barber,et al.  Adolescent Problematic Social Networking and School Experiences: The Mediating Effects of Sleep Disruptions and Sleep Quality , 2015, Cyberpsychology Behav. Soc. Netw..

[5]  M. Gradisar,et al.  Protective and risk factors for adolescent sleep: a meta-analytic review. , 2015, Sleep medicine reviews.

[6]  L. Hale,et al.  Screen time and sleep among school-aged children and adolescents: a systematic literature review. , 2015, Sleep medicine reviews.

[7]  S. Lockley,et al.  Synchronizing education to adolescent biology: ‘let teens sleep, start school later’ , 2015 .

[8]  M. Hirshkowitz,et al.  National Sleep Foundation's sleep time duration recommendations: methodology and results summary. , 2015, Sleep health.

[9]  A. Grob,et al.  Adolescents’ Electronic Media Use at Night, Sleep Disturbance, and Depressive Symptoms in the Smartphone Age , 2015, Journal of youth and adolescence.

[10]  Edson C. Tandoc,et al.  Facebook use, envy, and depression among college students: Is facebooking depressing? , 2015, Comput. Hum. Behav..

[11]  K. Durkin,et al.  Adolescent Bullying and Sleep Difficulties , 2014 .

[12]  A. G. Harbaugh,et al.  Bullying prevalence across contexts: a meta-analysis measuring cyber and traditional bullying. , 2014, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[13]  Mai-Ly N Steers,et al.  Seeing everyone else's highlight reels: How Facebook usage is linked to depressive symptoms. , 2014 .

[14]  T. Willoughby,et al.  Sleep problems: predictor or outcome of media use among emerging adults at university? , 2014, Journal of sleep research.

[15]  C. Carney,et al.  Sleep Disorders and Depression , 2014 .

[16]  B. Barber,et al.  Social networking site use: Linked to adolescents' social self‐concept, self‐esteem, and depressed mood , 2014 .

[17]  G. Margolin,et al.  Growing Up Wired: Social Networking Sites and Adolescent Psychosocial Development , 2014, Clinical child and family psychology review.

[18]  M. Cohen-Zion,et al.  Functional consequences of inadequate sleep in adolescents: a systematic review. , 2014, Sleep medicine reviews.

[19]  S. Taheri,et al.  Associations between specific technologies and adolescent sleep quantity, sleep quality, and parasomnias. , 2014, Sleep medicine.

[20]  M. Griffiths Social Networking Addiction: Emerging Themes and Issues , 2013 .

[21]  H. Montgomery-Downs,et al.  The Oxford Handbook of Infant, Child, and Adolescent Sleep and Behavior , 2013 .

[22]  Chia-Yi Liu,et al.  Can Facebook Use Induce Well-Being? , 2013, Cyberpsychology Behav. Soc. Netw..

[23]  Gal Sheppes,et al.  Sleep and emotions: bidirectional links and underlying mechanisms. , 2013, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[24]  Dong-Mo Koo,et al.  Lonely People Are No Longer Lonely on Social Networking Sites: The Mediating Role of Self-Disclosure and Social Support , 2013, Cyberpsychology Behav. Soc. Netw..

[25]  Daniel L. King,et al.  Clinical features and axis I comorbidity of Australian adolescent pathological Internet and video game users , 2013, The Australian and New Zealand journal of psychiatry.

[26]  B. Barber,et al.  Mapping Developmental Precursors of Cyber-Aggression: Trajectories of Risk Predict Perpetration and Victimization , 2013, Journal of youth and adolescence.

[27]  Antonio Bernabe-Ortiz,et al.  Association between Facebook Dependence and Poor Sleep Quality: A Study in a Sample of Undergraduate Students in Peru , 2013, PloS one.

[28]  B. Wood,et al.  Light level and duration of exposure determine the impact of self-luminous tablets on melatonin suppression. , 2013, Applied ergonomics.

[29]  A. Chatburn,et al.  Estimating adolescent sleep patterns: parent reports versus adolescent self-report surveys, sleep diaries, and actigraphy , 2013, Nature and science of sleep.

[30]  M. Tochigi,et al.  Irregular Bedtime and Nocturnal Cellular Phone Usage as Risk Factors for Being Involved in Bullying: A Cross-Sectional Survey of Japanese Adolescents , 2012, PloS one.

[31]  Taejin Kim,et al.  Adolescents' over-use of the cyber world--Internet addiction or identity exploration? , 2012, Journal of adolescence.

[32]  C. S. Andreassen,et al.  Development of a Facebook Addiction Scale , 2012, Psychological reports.

[33]  M. Griffiths,et al.  Online Social Networking and Addiction—A Review of the Psychological Literature , 2011, International journal of environmental research and public health.

[34]  T. Ohida,et al.  The association between use of mobile phones after lights out and sleep disturbances among Japanese adolescents: a nationwide cross-sectional survey. , 2011, Sleep.

[35]  M. Carskadon Sleep in adolescents: the perfect storm. , 2011, Pediatric clinics of North America.

[36]  K. Hagtvet,et al.  Mediation Analysis in a Latent Growth Curve Modeling Framework , 2011 .

[37]  R. Iannotti,et al.  Cyber and traditional bullying: differential association with depression. , 2011, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[38]  Cliff Lampe,et al.  Connection strategies: Social capital implications of Facebook-enabled communication practices , 2011, New Media Soc..

[39]  R. Dahl,et al.  Sleep deprivation in adolescents and adults: changes in affect. , 2010, Emotion.

[40]  M. Gradisar,et al.  Electronic media use and sleep in school-aged children and adolescents: A review. , 2010, Sleep medicine.

[41]  K. Sher,et al.  Do changes in drinking motives mediate the relation between personality change and "maturing out" of problem drinking? , 2010, Journal of abnormal psychology.

[42]  V. Rideout,et al.  Generation M2: Media in the Lives of 8- to 18-Year-Olds , 2010 .

[43]  Luca Milani,et al.  Quality of Interpersonal Relationships and Problematic Internet Use in Adolescence , 2009, Cyberpsychology Behav. Soc. Netw..

[44]  S. Ratcliffe,et al.  Adolescents Living the 24/7 Lifestyle: Effects of Caffeine and Technology on Sleep Duration and Daytime Functioning , 2009, Pediatrics.

[45]  Peggy S. Keller,et al.  Concurrent and longitudinal relations between children's sleep and cognitive functioning: the moderating role of parent education. , 2009, Child development.

[46]  Valerie Barker,et al.  Older Adolescents' Motivations for Social Network Site Use: The Influence of Gender, Group Identity, and Collective Self-Esteem , 2009, Cyberpsychology Behav. Soc. Netw..

[47]  G. Murray,et al.  Holiday and school-term sleep patterns of Australian adolescents. , 2008, Journal of adolescence.

[48]  Kristopher J Preacher,et al.  Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models , 2008, Behavior research methods.

[49]  F. Zimmerman Children's Media Use and Sleep Problems: Issues and Unanswered Questions. Research Brief. , 2008 .

[50]  D. Mackinnon Introduction to Statistical Mediation Analysis , 2008 .

[51]  Jan Van den Bulck,et al.  Adolescent Use of Mobile Phones for Calling and for Sending Text Messages After Lights Out: Results from a Prospective Cohort Study with a One-Year Follow-Up , 2007 .

[52]  Y. Sugita,et al.  Using electronic media before sleep can curtail sleep time and result in self-perceived insufficient sleep , 2007 .

[53]  Cliff Lampe,et al.  The Benefits of Facebook "Friends: " Social Capital and College Students' Use of Online Social Network Sites , 2007, J. Comput. Mediat. Commun..

[54]  Patti M. Valkenburg,et al.  Friend Networking Sites and Their Relationship to Adolescents' Well-Being and Social Self-Esteem , 2006, Cyberpsychology Behav. Soc. Netw..

[55]  Jan Van den Bulck,et al.  Nodding off or switching off? The use of popular media as a sleep aid in secondary‐school children , 2006, Journal of paediatrics and child health.

[56]  Jennifer A. Fredricks,et al.  Is extracurricular participation associated with beneficial outcomes? Concurrent and longitudinal relations. , 2006, Developmental psychology.

[57]  J. Bulck Television viewing, computer game playing, and Internet use and self-reported time to bed and time out of bed in secondary-school children. , 2004 .

[58]  Kanwal Nalwa,et al.  Internet Addiction in Students: A Cause of Concern , 2003, Cyberpsychology Behav. Soc. Netw..

[59]  David P Mackinnon,et al.  Investigation of Mediational Processes Using Parallel Process Latent Growth Curve Modeling , 2003, Structural equation modeling : a multidisciplinary journal.

[60]  R. Dahl,et al.  Pathways to adolescent health sleep regulation and behavior. , 2002, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[61]  K. Durkin,et al.  Not so doomed: computer game play and positive adolescent development , 2002 .

[62]  M. Carskadon Factors influencing sleep patterns of adolescents. , 2002 .

[63]  M. Carskadon,et al.  Influence of irregular sleep patterns on waking behavior. , 2002 .

[64]  Avi Sadeh,et al.  Sleep, neurobehavioral functioning, and behavior problems in school-age children. , 2002, Child development.

[65]  J. Eccles,et al.  Whatever Happened to the Jock, the Brain, and the Princess? , 2001 .

[66]  K. Yuan,et al.  5. Three Likelihood-Based Methods for Mean and Covariance Structure Analysis with Nonnormal Missing Data , 2000 .

[67]  M. Carskadon,et al.  Sleep schedules and daytime functioning in adolescents. , 1998, Child development.

[68]  R. I. Brown,et al.  Classical and Operant Paradigms in the Management of Gambling Addictions , 1987, Behavioural Psychotherapy.

[69]  A. Lenhart Teens, Social Media & Technology Overview 2015 , 2015 .

[70]  M. O’Hara,et al.  The Oxford handbook of depression and comorbidity , 2014 .

[71]  J. Eccles,et al.  Binge drinking trajectories across adolescence: for early maturing youth, extra-curricular activities are protective. , 2014, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[72]  Amanda L Hare,et al.  Adolescent peer relationships and behavior problems predict young adults' communication on social networking websites. , 2010, Developmental psychology.

[73]  Christina Hardway,et al.  California Center for Population Research On-line Working Paper Series 1 Daily Variation in Adolescents' Sleep, Activities, and Psychological Well Being Daily Variation in Adolescents' Sleep, Activities, and Psychological Well Being , 2022 .

[74]  J. Rhodes,et al.  Sleepless in Chicago: tracking the effects of adolescent sleep loss during the middle school years. , 2004, Child development.

[75]  M. Carskadon,et al.  Understanding adolescents' sleep patterns and school performance: a critical appraisal. , 2003, Sleep medicine reviews.

[76]  J. McCracken Adolescent Sleep Patterns: The Search for Vulnerability Signatures for Depression in High-Risk Adolescents: Mechanisms and Significance , 2002 .

[77]  M. Carskadon,et al.  Adolescent Sleep Patterns: Maturational Changes in Sleep-Wake Timing: Longitudinal Studies of the Circadian Activity Rhythm of a Diurnal Rodent , 2002 .

[78]  Jan Van den Bulck,et al.  Is television bad for your health? Behavior and body image of the adolescent "couch potato" , 2000 .

[79]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[80]  Kimberly Young,et al.  Internet Addiction: The Emergence of a New Clinical Disorder , 1998, Cyberpsychology Behav. Soc. Netw..

[81]  A. Petersen,et al.  A Longitudinal Investigation of Adolescents' Changing Perceptions of Pubertal Timing. , 1991 .